Overview

Dataset info

Number of variables23
Number of observations989
Missing cells7 (< 0.1%)
Duplicate rows0 (0.0%)
Total size in memory177.8 KiB
Average record size in memory184.1 B

Variables types

Numeric17
Categorical0
Boolean0
Date0
URL0
Text (Unique)0
Rejected6
Unsupported0

Warnings

2_point_field_goals_per_game is highly correlated with 2_point_field_goal_attempts_per_game (ρ = 0.9773591089) Rejected
3_Points_field_goal_attempts_per_game has 107 (10.8%) zeros Zeros
3_Points_field_goal_percentage has 116 (11.7%) zeros Zeros
3_Points_field_goals_per_game is highly correlated with 3_Points_field_goal_attempts_per_game (ρ = 0.983976596) Rejected
Blocks_per_game has 56 (5.7%) zeros Zeros
Field_goals_per_game is highly correlated with Field_goal_attempts_per_game (ρ = 0.9701914587) Rejected
Free_throws_per_game is highly correlated with Free_throw_attempts_per_game (ρ = 0.9707784373) Rejected
Points_per_game is highly correlated with Field_goals_per_game (ρ = 0.9815257198) Rejected
Total_rebounds_per_game is highly correlated with Defensive_rebounds_per_game (ρ = 0.970305613) Rejected

Variables

2_point_field_goal_attempts_per_game
Numeric

Distinct count170
Unique (%)17.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean7.944388271
Minimum0.5
Maximum20.1
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.5
5-th percentile2.1
Q14.6
Median7.5
Q311
95-th percentile15.2
Maximum20.1
Range19.6
Interquartile range6.4

Descriptive statistics

Standard deviation4.075616413
Coef of variation0.5130182808
Kurtosis-0.602588948
Mean7.944388271
MAD3.405714426
Skewness0.4149763747
Sum7857
Variance16.61064914
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0.5 1.45 11.45 15.05 17.4 20.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5.6 15 1.5%
 
7.7 15 1.5%
 
5.4 14 1.4%
 
2 13 1.3%
 
4.4 13 1.3%
 
6.3 12 1.2%
 
3.7 12 1.2%
 
8.2 12 1.2%
 
6.4 11 1.1%
 
9.3 11 1.1%
 
Other values (160) 861 87.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0.5 1 0.1%
 
0.9 2 0.2%
 
1 3 0.3%
 
1.1 1 0.1%
 
1.3 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
20.1 1 0.1%
 
19.2 1 0.1%
 
19.1 1 0.1%
 
18.7 1 0.1%
 
18.6 1 0.1%
 

2_point_field_goal_percentage
Numeric

Distinct count255
Unique (%)25.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.4999150657
Minimum0.283
Maximum1
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.283
5-th percentile0.4124
Q10.46
Median0.494
Q30.535
95-th percentile0.6096
Maximum1
Range0.717
Interquartile range0.075

Descriptive statistics

Standard deviation0.06297403926
Coef of variation0.1259694768
Kurtosis4.561138027
Mean0.4999150657
MAD0.04710897936
Skewness0.8280191934
Sum494.416
Variance0.003965729621
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.283 0.3485 0.4145 0.4475 0.5295 0.5595 0.5965 0.644 0.727 1. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.464 13 1.3%
 
0.494 12 1.2%
 
0.449 12 1.2%
 
0.514 12 1.2%
 
0.482 12 1.2%
 
0.492 12 1.2%
 
0.481 11 1.1%
 
0.491 11 1.1%
 
0.473 10 1.0%
 
0.477 10 1.0%
 
Other values (245) 874 88.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0.283 1 0.1%
 
0.286 1 0.1%
 
0.307 1 0.1%
 
0.32 1 0.1%
 
0.333 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 1 0.1%
 
0.732 1 0.1%
 
0.722 1 0.1%
 
0.717 1 0.1%
 
0.713 1 0.1%
 

2_point_field_goals_per_game
Highly correlated

This variable is highly correlated with 2_point_field_goal_attempts_per_game and should be ignored for analysis

Correlation0.9773591089

3_Points_field_goal_attempts_per_game
Numeric

Distinct count94
Unique (%)9.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.049646107
Minimum0
Maximum13.2
Zeros (%)10.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median3
Q34.5
95-th percentile7.1
Maximum13.2
Range13.2
Interquartile range3.5

Descriptive statistics

Standard deviation2.323679455
Coef of variation0.7619505259
Kurtosis0.311955141
Mean3.049646107
MAD1.882554203
Skewness0.6087676972
Sum3016.1
Variance5.399486211
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.05 0.15 1.95 4.35 5.75 7.15 8.85 13.2 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 107 10.8%
 
0.1 46 4.7%
 
3.5 26 2.6%
 
2.3 24 2.4%
 
3.4 24 2.4%
 
2.1 21 2.1%
 
3.7 21 2.1%
 
3.6 20 2.0%
 
0.2 20 2.0%
 
4 20 2.0%
 
Other values (84) 660 66.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 107 10.8%
 
0.1 46 4.7%
 
0.2 20 2.0%
 
0.3 10 1.0%
 
0.4 10 1.0%
 

Maximum 5 values

ValueCountFrequency (%) 
13.2 1 0.1%
 
12.4 1 0.1%
 
11.7 1 0.1%
 
11.2 1 0.1%
 
10.2 1 0.1%
 

3_Points_field_goal_percentage
Numeric

Distinct count238
Unique (%)24.1%
Missing (%)0.3%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.306673428
Minimum0
Maximum1
Zeros (%)11.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.28225
Median0.347
Q30.381
95-th percentile0.43575
Maximum1
Range1
Interquartile range0.09875

Descriptive statistics

Standard deviation0.1383773508
Coef of variation0.4512205433
Kurtosis2.936756816
Mean0.306673428
MAD0.09773363396
Skewness-0.6309905973
Sum302.38
Variance0.01914829121
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 116 11.7%
 
0.333 20 2.0%
 
0.371 14 1.4%
 
0.367 14 1.4%
 
0.375 12 1.2%
 
0.359 12 1.2%
 
0.25 11 1.1%
 
0.351 11 1.1%
 
0.348 10 1.0%
 
0.361 10 1.0%
 
Other values (227) 756 76.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 116 11.7%
 
0.043 1 0.1%
 
0.071 3 0.3%
 
0.083 2 0.2%
 
0.096 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 4 0.4%
 
0.75 1 0.1%
 
0.667 2 0.2%
 
0.6 1 0.1%
 
0.536 1 0.1%
 

3_Points_field_goals_per_game
Highly correlated

This variable is highly correlated with 3_Points_field_goal_attempts_per_game and should be ignored for analysis

Correlation0.983976596

Assists_per_game
Numeric

Distinct count102
Unique (%)10.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.235692619
Minimum0
Maximum11.7
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.5
Q11.3
Median2.5
Q34.7
95-th percentile8
Maximum11.7
Range11.7
Interquartile range3.4

Descriptive statistics

Standard deviation2.434708133
Coef of variation0.7524534683
Kurtosis0.6174043466
Mean3.235692619
MAD1.969336923
Skewness1.077861922
Sum3200.1
Variance5.927803695
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.25 0.65 2.15 4.15 7.1 8.85 11.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.2 36 3.6%
 
1.5 33 3.3%
 
1.1 32 3.2%
 
0.9 28 2.8%
 
1.4 27 2.7%
 
2 25 2.5%
 
1.7 25 2.5%
 
0.7 25 2.5%
 
1.6 23 2.3%
 
1 22 2.2%
 
Other values (92) 713 72.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2 0.2%
 
0.1 3 0.3%
 
0.2 6 0.6%
 
0.3 14 1.4%
 
0.4 13 1.3%
 

Maximum 5 values

ValueCountFrequency (%) 
11.7 2 0.2%
 
11.6 1 0.1%
 
11.2 2 0.2%
 
11.1 1 0.1%
 
11 1 0.1%
 

Blocks_per_game
Numeric

Distinct count32
Unique (%)3.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.5748230536
Minimum0
Maximum3.7
Zeros (%)5.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.2
Median0.4
Q30.8
95-th percentile1.7
Maximum3.7
Range3.7
Interquartile range0.6

Descriptive statistics

Standard deviation0.536712038
Coef of variation0.9336995701
Kurtosis4.080005349
Mean0.5748230536
MAD0.3912804244
Skewness1.850441007
Sum568.5
Variance0.2880598118
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=32)
Histogram
Histogram with variable size bins (bins=[0. 0.45 0.65 0.85 1.15 1.85 2.45 3.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.2 132 13.3%
 
0.4 128 12.9%
 
0.3 127 12.8%
 
0.1 101 10.2%
 
0.5 88 8.9%
 
0.6 64 6.5%
 
0 56 5.7%
 
0.7 45 4.6%
 
0.8 43 4.3%
 
0.9 33 3.3%
 
Other values (22) 172 17.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 56 5.7%
 
0.1 101 10.2%
 
0.2 132 13.3%
 
0.3 127 12.8%
 
0.4 128 12.9%
 

Maximum 5 values

ValueCountFrequency (%) 
3.7 1 0.1%
 
3 1 0.1%
 
2.9 2 0.2%
 
2.8 2 0.2%
 
2.7 1 0.1%
 

Defensive_rebounds_per_game
Numeric

Distinct count102
Unique (%)10.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.933569262
Minimum0.1
Maximum11.4
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.1
5-th percentile1.5
Q12.5
Median3.6
Q34.9
95-th percentile8
Maximum11.4
Range11.3
Interquartile range2.4

Descriptive statistics

Standard deviation2.011607385
Coef of variation0.511394932
Kurtosis1.108079716
Mean3.933569262
MAD1.545743523
Skewness1.046769183
Sum3890.3
Variance4.046564272
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0.1 0.85 1.45 4.75 6.25 8.15 11.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3.8 31 3.1%
 
3 28 2.8%
 
3.1 27 2.7%
 
3.2 27 2.7%
 
2.6 26 2.6%
 
4 25 2.5%
 
2.8 24 2.4%
 
3.7 23 2.3%
 
2.1 23 2.3%
 
3.4 23 2.3%
 
Other values (92) 732 74.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0.1 1 0.1%
 
0.3 2 0.2%
 
0.5 5 0.5%
 
0.6 2 0.2%
 
0.7 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11.4 1 0.1%
 
10.9 2 0.2%
 
10.8 2 0.2%
 
10.7 1 0.1%
 
10.4 1 0.1%
 

effective_field_goal_percentage
Numeric

Distinct count244
Unique (%)24.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.5141263903
Minimum0.233
Maximum0.735
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.233
5-th percentile0.429
Q10.481
Median0.511
Q30.545
95-th percentile0.605
Maximum0.735
Range0.502
Interquartile range0.064

Descriptive statistics

Standard deviation0.05451940561
Coef of variation0.1060428071
Kurtosis1.766109908
Mean0.5141263903
MAD0.04071987004
Skewness0.1091309087
Sum508.471
Variance0.002972365588
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.233 0.3835 0.4235 0.4565 0.4915 0.5295 0.5605 0.6005 0.6335 0.735 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.518 16 1.6%
 
0.529 16 1.6%
 
0.502 15 1.5%
 
0.494 14 1.4%
 
0.52 14 1.4%
 
0.503 14 1.4%
 
0.511 13 1.3%
 
0.508 13 1.3%
 
0.5 11 1.1%
 
0.506 11 1.1%
 
Other values (234) 852 86.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0.233 1 0.1%
 
0.322 1 0.1%
 
0.333 1 0.1%
 
0.343 1 0.1%
 
0.344 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.735 1 0.1%
 
0.714 1 0.1%
 
0.711 1 0.1%
 
0.703 1 0.1%
 
0.693 1 0.1%
 

Field_goal_attempts_per_game
Numeric

Distinct count208
Unique (%)21.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean10.99595551
Minimum1.1
Maximum24.5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1.1
5-th percentile3.64
Q17.2
Median10.5
Q314.8
95-th percentile19.5
Maximum24.5
Range23.4
Interquartile range7.6

Descriptive statistics

Standard deviation4.922945103
Coef of variation0.4477050765
Kurtosis-0.7462200073
Mean10.99595551
MAD4.117581976
Skewness0.2697795796
Sum10875
Variance24.23538848
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 1.1 2.65 5.85 10.95 18.35 20.35 24.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8.2 15 1.5%
 
11.4 13 1.3%
 
10.6 12 1.2%
 
8.1 11 1.1%
 
6.6 11 1.1%
 
8.3 11 1.1%
 
13.5 10 1.0%
 
10 10 1.0%
 
7.7 10 1.0%
 
6 10 1.0%
 
Other values (198) 876 88.6%
 

Minimum 5 values

ValueCountFrequency (%) 
1.1 1 0.1%
 
1.4 2 0.2%
 
1.6 2 0.2%
 
1.7 1 0.1%
 
1.9 2 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
24.5 1 0.1%
 
24 1 0.1%
 
23.1 1 0.1%
 
22.9 1 0.1%
 
22.5 1 0.1%
 

Field_goals_per_game
Highly correlated

This variable is highly correlated with Field_goal_attempts_per_game and should be ignored for analysis

Correlation0.9701914587

Field_goals_percentage
Numeric

Distinct count262
Unique (%)26.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.4643902932
Minimum0.2
Maximum0.729
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.381
Q10.425
Median0.454
Q30.494
95-th percentile0.5806
Maximum0.729
Range0.529
Interquartile range0.069

Descriptive statistics

Standard deviation0.06216382746
Coef of variation0.1338611689
Kurtosis1.752775798
Mean0.4643902932
MAD0.04669561128
Skewness0.8176342896
Sum459.282
Variance0.003864341444
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.2 0.3295 0.347 0.3925 0.4155 0.4625 0.4955 0.546 0.6335 0.729 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.439 15 1.5%
 
0.445 14 1.4%
 
0.455 12 1.2%
 
0.418 12 1.2%
 
0.442 12 1.2%
 
0.45 12 1.2%
 
0.451 12 1.2%
 
0.423 11 1.1%
 
0.448 11 1.1%
 
0.462 11 1.1%
 
Other values (252) 867 87.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0.2 1 0.1%
 
0.288 1 0.1%
 
0.291 1 0.1%
 
0.327 1 0.1%
 
0.332 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.729 1 0.1%
 
0.714 1 0.1%
 
0.71 1 0.1%
 
0.703 1 0.1%
 
0.693 1 0.1%
 

Free_throw_attempts_per_game
Numeric

Distinct count105
Unique (%)10.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.424368049
Minimum0
Maximum11.8
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.7
Q11.6
Median2.8
Q34.8
95-th percentile7.96
Maximum11.8
Range11.8
Interquartile range3.2

Descriptive statistics

Standard deviation2.303760069
Coef of variation0.672754808
Kurtosis0.6324330334
Mean3.424368049
MAD1.844181446
Skewness1.013672817
Sum3386.7
Variance5.307310455
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.25 0.65 3.25 5.25 7.35 10.35 11.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2.5 32 3.2%
 
2.6 27 2.7%
 
1.3 26 2.6%
 
1.5 26 2.6%
 
2.8 26 2.6%
 
1.7 25 2.5%
 
3 23 2.3%
 
1.4 23 2.3%
 
1.2 22 2.2%
 
1.6 22 2.2%
 
Other values (95) 737 74.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4 0.4%
 
0.1 1 0.1%
 
0.2 1 0.1%
 
0.3 7 0.7%
 
0.4 10 1.0%
 

Maximum 5 values

ValueCountFrequency (%) 
11.8 1 0.1%
 
11.7 1 0.1%
 
11 1 0.1%
 
10.9 2 0.2%
 
10.7 1 0.1%
 

Free_throws_per_game
Highly correlated

This variable is highly correlated with Free_throw_attempts_per_game and should be ignored for analysis

Correlation0.9707784373

Free_throws_percentage
Numeric

Distinct count346
Unique (%)35.0%
Missing (%)0.4%
Missing (n)4
Infinite (%)0.0%
Infinite (n)0
Mean0.7694994924
Minimum0.355
Maximum1
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.355
5-th percentile0.5614
Q10.72
Median0.794
Q30.844
95-th percentile0.898
Maximum1
Range0.645
Interquartile range0.124

Descriptive statistics

Standard deviation0.1058841993
Coef of variation0.1376013894
Kurtosis1.421290756
Mean0.7694994924
MAD0.08116202943
Skewness-1.15817965
Sum757.957
Variance0.01121146367
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.854 11 1.1%
 
0.75 10 1.0%
 
0.861 9 0.9%
 
0.832 8 0.8%
 
0.836 8 0.8%
 
0.789 8 0.8%
 
0.825 8 0.8%
 
0.855 8 0.8%
 
0.83 8 0.8%
 
0.808 8 0.8%
 
Other values (335) 899 90.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.355 1 0.1%
 
0.371 1 0.1%
 
0.375 1 0.1%
 
0.385 1 0.1%
 
0.386 2 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
1 4 0.4%
 
0.938 1 0.1%
 
0.934 2 0.2%
 
0.933 1 0.1%
 
0.926 2 0.2%
 

Minutes_played_per_game
Numeric

Distinct count282
Unique (%)28.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean28.38119312
Minimum3.8
Maximum42.5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3.8
5-th percentile13.8
Q123.8
Median30.5
Q334.4
95-th percentile37.66
Maximum42.5
Range38.7
Interquartile range10.6

Descriptive statistics

Standard deviation7.61137747
Coef of variation0.268183844
Kurtosis0.1366937242
Mean28.38119312
MAD6.221602235
Skewness-0.8508128203
Sum28069
Variance57.933067
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 3.8 14.35 23.05 30.15 36.95 38.95 42.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
34.4 11 1.1%
 
34.7 11 1.1%
 
33.4 11 1.1%
 
36.2 10 1.0%
 
35 10 1.0%
 
27.2 10 1.0%
 
33 9 0.9%
 
30.5 9 0.9%
 
34.5 9 0.9%
 
36.8 9 0.9%
 
Other values (272) 890 90.0%
 

Minimum 5 values

ValueCountFrequency (%) 
3.8 1 0.1%
 
4.2 1 0.1%
 
4.8 1 0.1%
 
5 1 0.1%
 
5.1 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
42.5 1 0.1%
 
42.4 1 0.1%
 
40.9 1 0.1%
 
40.4 1 0.1%
 
40.3 1 0.1%
 

Offensive_rebounds_per_game
Numeric

Distinct count50
Unique (%)5.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.212537917
Minimum0
Maximum5.4
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.2
Q10.5
Median0.9
Q31.6
95-th percentile3.3
Maximum5.4
Range5.4
Interquartile range1.1

Descriptive statistics

Standard deviation0.9672912478
Coef of variation0.7977410308
Kurtosis2.227349681
Mean1.212537917
MAD0.7439815728
Skewness1.4885046
Sum1199.2
Variance0.9356523581
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0. 0.15 0.25 0.95 1.45 1.95 2.85 4.05 5.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.5 79 8.0%
 
0.4 75 7.6%
 
0.8 73 7.4%
 
0.7 66 6.7%
 
0.3 65 6.6%
 
0.6 64 6.5%
 
0.9 52 5.3%
 
1.4 37 3.7%
 
0.2 36 3.6%
 
1.3 36 3.6%
 
Other values (40) 406 41.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3 0.3%
 
0.1 18 1.8%
 
0.2 36 3.6%
 
0.3 65 6.6%
 
0.4 75 7.6%
 

Maximum 5 values

ValueCountFrequency (%) 
5.4 2 0.2%
 
5.3 1 0.1%
 
5.1 2 0.2%
 
5 1 0.1%
 
4.9 2 0.2%
 

Personal_fouls_per_game
Numeric

Distinct count36
Unique (%)3.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.148736097
Minimum0.2
Maximum4
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile1.1
Q11.7
Median2.1
Q32.6
95-th percentile3.2
Maximum4
Range3.8
Interquartile range0.9

Descriptive statistics

Standard deviation0.6410161784
Coef of variation0.2983224321
Kurtosis-0.2704351605
Mean2.148736097
MAD0.5188433742
Skewness-0.06959671009
Sum2125.1
Variance0.410901741
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=36)
Histogram
Histogram with variable size bins (bins=[0.2 0.65 1.05 1.45 2.55 2.95 3.45 4. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2 65 6.6%
 
2.5 59 6.0%
 
2.3 59 6.0%
 
2.2 58 5.9%
 
1.9 57 5.8%
 
2.1 55 5.6%
 
1.6 52 5.3%
 
1.8 52 5.3%
 
1.7 48 4.9%
 
2.4 47 4.8%
 
Other values (26) 437 44.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0.2 2 0.2%
 
0.4 2 0.2%
 
0.5 2 0.2%
 
0.6 4 0.4%
 
0.7 9 0.9%
 

Maximum 5 values

ValueCountFrequency (%) 
4 1 0.1%
 
3.8 3 0.3%
 
3.7 1 0.1%
 
3.5 4 0.4%
 
3.4 11 1.1%
 

Points_per_game
Highly correlated

This variable is highly correlated with Field_goals_per_game and should be ignored for analysis

Correlation0.9815257198

Steals_per_game
Numeric

Distinct count28
Unique (%)2.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.9739130435
Minimum0
Maximum2.8
Zeros (%)0.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.3
Q10.6
Median0.9
Q31.3
95-th percentile1.9
Maximum2.8
Range2.8
Interquartile range0.7

Descriptive statistics

Standard deviation0.4996020243
Coef of variation0.5129842214
Kurtosis-0.005011794839
Mean0.9739130435
MAD0.4023475623
Skewness0.6015088505
Sum963.2
Variance0.2496021827
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=28)
Histogram
Histogram with variable size bins (bins=[0. 0.15 0.35 1.25 1.65 2.05 2.45 2.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.8 101 10.2%
 
0.9 83 8.4%
 
0.7 78 7.9%
 
0.6 75 7.6%
 
0.4 68 6.9%
 
1 68 6.9%
 
1.1 63 6.4%
 
0.5 58 5.9%
 
1.2 57 5.8%
 
1.5 45 4.6%
 
Other values (18) 293 29.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 8 0.8%
 
0.1 7 0.7%
 
0.2 23 2.3%
 
0.3 41 4.1%
 
0.4 68 6.9%
 

Maximum 5 values

ValueCountFrequency (%) 
2.8 1 0.1%
 
2.7 1 0.1%
 
2.5 2 0.2%
 
2.4 4 0.4%
 
2.3 4 0.4%
 

Total_rebounds_per_game
Highly correlated

This variable is highly correlated with Defensive_rebounds_per_game and should be ignored for analysis

Correlation0.970305613

Turnovers_per_game
Numeric

Distinct count51
Unique (%)5.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.819211325
Minimum0
Maximum5.7
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.6
Q11.1
Median1.7
Q32.5
95-th percentile3.5
Maximum5.7
Range5.7
Interquartile range1.4

Descriptive statistics

Standard deviation0.9264746342
Coef of variation0.5092726841
Kurtosis0.1621891646
Mean1.819211325
MAD0.7590664141
Skewness0.6684706271
Sum1799.2
Variance0.8583552478
Memory size7.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0. 0.25 0.55 0.75 1.75 2.75 3.35 3.95 4.55 5.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.8 50 5.1%
 
1.3 49 5.0%
 
1.5 48 4.9%
 
0.9 46 4.7%
 
1.1 44 4.4%
 
1.4 41 4.1%
 
1 40 4.0%
 
1.2 38 3.8%
 
1.6 37 3.7%
 
2.6 37 3.7%
 
Other values (41) 559 56.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 0.1%
 
0.1 2 0.2%
 
0.2 2 0.2%
 
0.3 11 1.1%
 
0.4 9 0.9%
 

Maximum 5 values

ValueCountFrequency (%) 
5.7 1 0.1%
 
5.4 1 0.1%
 
5 1 0.1%
 
4.8 1 0.1%
 
4.6 1 0.1%
 

Correlations

Missing values

Sample

First rows

2_point_field_goal_attempts_per_game2_point_field_goal_percentage2_point_field_goals_per_game3_Points_field_goal_attempts_per_game3_Points_field_goal_percentage3_Points_field_goals_per_gameAssists_per_gameBlocks_per_gameDefensive_rebounds_per_gameeffective_field_goal_percentageField_goal_attempts_per_gameField_goals_per_gameField_goals_percentageFree_throw_attempts_per_gameFree_throws_per_gameFree_throws_percentageMinutes_played_per_gameOffensive_rebounds_per_gamePersonal_fouls_per_gamePoints_per_gameSteals_per_gameTotal_rebounds_per_gameTurnovers_per_game
03.00.3671.10.80.3750.33.20.11.90.4083.81.40.3682.82.50.89317.51.22.05.61.43.11.2
15.50.4872.71.70.2570.43.60.32.50.4637.23.10.4324.23.00.69825.50.52.39.61.13.01.5
24.80.5192.51.00.2760.33.50.32.30.5005.82.80.4752.31.90.80021.70.52.07.60.82.81.4
34.80.4482.22.00.2720.54.50.12.30.4366.82.70.3973.83.20.82724.31.32.59.10.93.61.7
46.20.4642.94.60.3761.76.70.32.90.50610.84.60.4263.32.60.76534.21.22.813.51.44.12.1
56.40.4342.84.50.3741.76.60.33.70.48610.94.50.4094.23.60.86432.10.82.814.31.64.52.8
65.10.4332.24.10.3621.56.40.43.90.4829.23.70.4013.52.80.79529.70.83.211.61.44.72.3
77.30.4603.46.30.3802.47.40.23.60.51113.75.80.4234.94.00.81336.21.13.417.91.54.72.5
89.30.4574.35.60.3381.96.80.23.90.47614.96.10.4124.53.60.80834.50.83.017.81.64.72.5
98.50.4613.97.10.3882.86.40.44.00.51615.66.60.4276.45.20.81137.00.72.721.22.14.72.9

Last rows

2_point_field_goal_attempts_per_game2_point_field_goal_percentage2_point_field_goals_per_game3_Points_field_goal_attempts_per_game3_Points_field_goal_percentage3_Points_field_goals_per_gameAssists_per_gameBlocks_per_gameDefensive_rebounds_per_gameeffective_field_goal_percentageField_goal_attempts_per_gameField_goals_per_gameField_goals_percentageFree_throw_attempts_per_gameFree_throws_per_gameFree_throws_percentageMinutes_played_per_gameOffensive_rebounds_per_gamePersonal_fouls_per_gamePoints_per_gameSteals_per_gameTotal_rebounds_per_gameTurnovers_per_game
9795.00.4532.22.10.4080.91.20.22.00.5017.13.10.4391.51.20.79221.30.61.38.30.72.60.8
9806.30.4522.83.70.4011.51.50.42.30.50810.04.30.4331.51.20.82630.30.41.811.41.22.71.1
9814.80.5032.42.00.3720.71.80.32.00.5196.83.20.4640.90.80.86124.90.41.87.81.12.41.1
9825.90.5403.22.90.3451.01.70.42.40.5328.84.20.4761.81.70.90030.00.41.811.00.92.81.0
9835.40.4732.62.90.4021.22.00.22.00.5188.43.70.4481.71.40.86030.60.31.710.11.02.31.0
9845.00.4752.42.80.3921.12.10.42.80.5167.93.50.4450.90.80.88530.20.42.08.91.23.10.8
9855.60.4902.83.50.4011.42.30.32.70.5339.14.20.4561.31.10.86731.90.71.810.81.13.40.9
9866.30.4823.03.70.4061.52.40.22.60.5299.94.50.4541.61.50.91930.40.41.412.01.12.91.1
9872.00.4881.01.80.2820.51.00.01.10.4573.71.50.3900.30.20.71412.20.10.93.60.61.20.4
9881.50.5430.82.00.4470.90.50.31.00.6163.41.70.4880.30.30.85714.40.31.44.50.81.30.5